Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 562.6 KiB |
| Average record size in memory | 192.0 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 14 |
| Numeric | 8 |
| DateTime | 1 |
gross_margin_percentage has constant value "" | Constant |
branch is highly overall correlated with branch_name and 4 other fields | High correlation |
branch_name is highly overall correlated with branch and 4 other fields | High correlation |
city is highly overall correlated with branch and 4 other fields | High correlation |
city_manager_first_name is highly overall correlated with branch and 4 other fields | High correlation |
city_manager_last_name is highly overall correlated with branch and 4 other fields | High correlation |
cogs is highly overall correlated with gross_income and 4 other fields | High correlation |
gross_income is highly overall correlated with cogs and 4 other fields | High correlation |
manager_name is highly overall correlated with branch and 4 other fields | High correlation |
product_code is highly overall correlated with product_line | High correlation |
product_line is highly overall correlated with product_code | High correlation |
quantity is highly overall correlated with cogs and 3 other fields | High correlation |
tax_5% is highly overall correlated with cogs and 4 other fields | High correlation |
total is highly overall correlated with cogs and 4 other fields | High correlation |
unit_price is highly overall correlated with cogs and 3 other fields | High correlation |
year_of_txn is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2024-03-21 09:54:54.699414 |
|---|---|
| Analysis finished | 2024-03-21 09:55:09.104290 |
| Duration | 14.4 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
invoice_id
Text
| Distinct | 1000 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 33000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 155-45-3814 |
|---|---|
| 2nd row | 810-60-6344 |
| 3rd row | 431-66-2305 |
| 4th row | 189-52-0236 |
| 5th row | 575-67-1508 |
| Value | Count | Frequency (%) |
| 155-45-3814 | 3 | 0.1% |
| 669-54-1719 | 3 | 0.1% |
| 831-81-6575 | 3 | 0.1% |
| 377-79-7592 | 3 | 0.1% |
| 431-66-2305 | 3 | 0.1% |
| 189-52-0236 | 3 | 0.1% |
| 575-67-1508 | 3 | 0.1% |
| 250-81-7186 | 3 | 0.1% |
| 416-17-9926 | 3 | 0.1% |
| 740-11-5257 | 3 | 0.1% |
| Other values (990) | 2970 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 6000 | |
| 2 | 2871 | |
| 6 | 2862 | |
| 1 | 2850 | |
| 8 | 2832 | |
| 5 | 2781 | |
| 4 | 2754 | |
| 3 | 2727 | |
| 7 | 2685 | |
| 0 | 2427 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 6000 | |
| 2 | 2871 | |
| 6 | 2862 | |
| 1 | 2850 | |
| 8 | 2832 | |
| 5 | 2781 | |
| 4 | 2754 | |
| 3 | 2727 | |
| 7 | 2685 | |
| 0 | 2427 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 6000 | |
| 2 | 2871 | |
| 6 | 2862 | |
| 1 | 2850 | |
| 8 | 2832 | |
| 5 | 2781 | |
| 4 | 2754 | |
| 3 | 2727 | |
| 7 | 2685 | |
| 0 | 2427 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 6000 | |
| 2 | 2871 | |
| 6 | 2862 | |
| 1 | 2850 | |
| 8 | 2832 | |
| 5 | 2781 | |
| 4 | 2754 | |
| 3 | 2727 | |
| 7 | 2685 | |
| 0 | 2427 |
branch
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| A | |
|---|---|
| B | |
| C |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | B |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 1020 | |
| B | 996 | |
| C | 984 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 1020 | |
| b | 996 | |
| c | 984 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1020 | |
| B | 996 | |
| C | 984 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1020 | |
| B | 996 | |
| C | 984 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1020 | |
| B | 996 | |
| C | 984 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1020 | |
| B | 996 | |
| C | 984 |
city
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Yangon | |
|---|---|
| Mandalay | |
| Naypyitaw | |
| Detroit | 5 |
| Lakeland | 4 |
| Other values (4) | 14 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 7.654 |
| Min length | 6 |
Characters and Unicode
| Total characters | 22962 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Naypyitaw |
|---|---|
| 2nd row | Naypyitaw |
| 3rd row | Mandalay |
| 4th row | Yangon |
| 5th row | Yangon |
Common Values
| Value | Count | Frequency (%) |
| Yangon | 1011 | |
| Mandalay | 988 | |
| Naypyitaw | 978 | |
| Detroit | 5 | 0.2% |
| Lakeland | 4 | 0.1% |
| Fairfield | 4 | 0.1% |
| Manhattan | 4 | 0.1% |
| Chicago | 3 | 0.1% |
| Metropolis | 3 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yangon | 1011 | |
| mandalay | 988 | |
| naypyitaw | 978 | |
| detroit | 5 | 0.2% |
| lakeland | 4 | 0.1% |
| fairfield | 4 | 0.1% |
| manhattan | 4 | 0.1% |
| chicago | 3 | 0.1% |
| metropolis | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5958 | |
| n | 3022 | |
| y | 2944 | |
| o | 1025 | 4.5% |
| g | 1014 | 4.4% |
| Y | 1011 | 4.4% |
| l | 999 | 4.4% |
| t | 999 | 4.4% |
| i | 997 | 4.3% |
| d | 996 | 4.3% |
| Other values (15) | 3997 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22962 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 5958 | |
| n | 3022 | |
| y | 2944 | |
| o | 1025 | 4.5% |
| g | 1014 | 4.4% |
| Y | 1011 | 4.4% |
| l | 999 | 4.4% |
| t | 999 | 4.4% |
| i | 997 | 4.3% |
| d | 996 | 4.3% |
| Other values (15) | 3997 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22962 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 5958 | |
| n | 3022 | |
| y | 2944 | |
| o | 1025 | 4.5% |
| g | 1014 | 4.4% |
| Y | 1011 | 4.4% |
| l | 999 | 4.4% |
| t | 999 | 4.4% |
| i | 997 | 4.3% |
| d | 996 | 4.3% |
| Other values (15) | 3997 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22962 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 5958 | |
| n | 3022 | |
| y | 2944 | |
| o | 1025 | 4.5% |
| g | 1014 | 4.4% |
| Y | 1011 | 4.4% |
| l | 999 | 4.4% |
| t | 999 | 4.4% |
| i | 997 | 4.3% |
| d | 996 | 4.3% |
| Other values (15) | 3997 |
customer_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Member | |
|---|---|
| Normal |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 18000 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Member |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Member | 1503 | |
| Normal | 1497 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| member | 1503 | |
| normal | 1497 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3006 | |
| m | 3000 | |
| r | 3000 | |
| M | 1503 | |
| b | 1503 | |
| N | 1497 | |
| o | 1497 | |
| a | 1497 | |
| l | 1497 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3006 | |
| m | 3000 | |
| r | 3000 | |
| M | 1503 | |
| b | 1503 | |
| N | 1497 | |
| o | 1497 | |
| a | 1497 | |
| l | 1497 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3006 | |
| m | 3000 | |
| r | 3000 | |
| M | 1503 | |
| b | 1503 | |
| N | 1497 | |
| o | 1497 | |
| a | 1497 | |
| l | 1497 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3006 | |
| m | 3000 | |
| r | 3000 | |
| M | 1503 | |
| b | 1503 | |
| N | 1497 | |
| o | 1497 | |
| a | 1497 | |
| l | 1497 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.002 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15006 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 1503 | |
| Male | 1497 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 1503 | |
| male | 1497 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4503 | |
| a | 3000 | |
| l | 3000 | |
| F | 1503 | 10.0% |
| m | 1503 | 10.0% |
| M | 1497 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15006 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4503 | |
| a | 3000 | |
| l | 3000 | |
| F | 1503 | 10.0% |
| m | 1503 | 10.0% |
| M | 1497 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15006 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4503 | |
| a | 3000 | |
| l | 3000 | |
| F | 1503 | 10.0% |
| m | 1503 | 10.0% |
| M | 1497 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15006 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4503 | |
| a | 3000 | |
| l | 3000 | |
| F | 1503 | 10.0% |
| m | 1503 | 10.0% |
| M | 1497 | 10.0% |
product_line
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Fashion accessories | |
|---|---|
| Food and beverages | |
| Electronic accessories | |
| Sports and travel | |
| Home and lifestyle |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 18.54 |
| Min length | 17 |
Characters and Unicode
| Total characters | 55620 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Electronic accessories |
|---|---|
| 2nd row | Electronic accessories |
| 3rd row | Electronic accessories |
| 4th row | Electronic accessories |
| 5th row | Electronic accessories |
Common Values
| Value | Count | Frequency (%) |
| Fashion accessories | 534 | |
| Food and beverages | 522 | |
| Electronic accessories | 510 | |
| Sports and travel | 498 | |
| Home and lifestyle | 480 | |
| Health and beauty | 456 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| and | 1956 | |
| accessories | 1044 | |
| fashion | 534 | 6.7% |
| food | 522 | 6.6% |
| beverages | 522 | 6.6% |
| electronic | 510 | 6.4% |
| sports | 498 | 6.3% |
| travel | 498 | 6.3% |
| home | 480 | 6.0% |
| lifestyle | 480 | 6.0% |
| Other values (2) | 912 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7014 | |
| a | 5466 | 9.8% |
| s | 5166 | 9.3% |
| 4956 | 8.9% | |
| o | 4110 | 7.4% |
| c | 3108 | 5.6% |
| r | 3072 | 5.5% |
| n | 3000 | 5.4% |
| t | 2898 | 5.2% |
| i | 2568 | 4.6% |
| Other values (15) | 14262 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 55620 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 7014 | |
| a | 5466 | 9.8% |
| s | 5166 | 9.3% |
| 4956 | 8.9% | |
| o | 4110 | 7.4% |
| c | 3108 | 5.6% |
| r | 3072 | 5.5% |
| n | 3000 | 5.4% |
| t | 2898 | 5.2% |
| i | 2568 | 4.6% |
| Other values (15) | 14262 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 55620 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 7014 | |
| a | 5466 | 9.8% |
| s | 5166 | 9.3% |
| 4956 | 8.9% | |
| o | 4110 | 7.4% |
| c | 3108 | 5.6% |
| r | 3072 | 5.5% |
| n | 3000 | 5.4% |
| t | 2898 | 5.2% |
| i | 2568 | 4.6% |
| Other values (15) | 14262 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 55620 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 7014 | |
| a | 5466 | 9.8% |
| s | 5166 | 9.3% |
| 4956 | 8.9% | |
| o | 4110 | 7.4% |
| c | 3108 | 5.6% |
| r | 3072 | 5.5% |
| n | 3000 | 5.4% |
| t | 2898 | 5.2% |
| i | 2568 | 4.6% |
| Other values (15) | 14262 |
unit_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 943 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.67213 |
| Minimum | 10.08 |
|---|---|
| Maximum | 99.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10.08 |
|---|---|
| 5-th percentile | 15.279 |
| Q1 | 32.875 |
| median | 55.23 |
| Q3 | 77.935 |
| 95-th percentile | 97.222 |
| Maximum | 99.96 |
| Range | 89.88 |
| Interquartile range (IQR) | 45.06 |
Descriptive statistics
| Standard deviation | 26.485792 |
|---|---|
| Coefficient of variation (CV) | 0.47574599 |
| Kurtosis | -1.2185316 |
| Mean | 55.67213 |
| Median Absolute Deviation (MAD) | 22.505 |
| Skewness | 0.0070703629 |
| Sum | 167016.39 |
| Variance | 701.4972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83.77 | 9 | 0.3% |
| 48.63 | 6 | 0.2% |
| 89.48 | 6 | 0.2% |
| 84.05 | 6 | 0.2% |
| 51.34 | 6 | 0.2% |
| 34.42 | 6 | 0.2% |
| 39.62 | 6 | 0.2% |
| 87.87 | 6 | 0.2% |
| 23.75 | 6 | 0.2% |
| 73.47 | 6 | 0.2% |
| Other values (933) | 2937 |
| Value | Count | Frequency (%) |
| 10.08 | 3 | |
| 10.13 | 3 | |
| 10.16 | 3 | |
| 10.17 | 3 | |
| 10.18 | 3 | |
| 10.53 | 3 | |
| 10.56 | 3 | |
| 10.59 | 3 | |
| 10.69 | 3 | |
| 10.75 | 3 |
| Value | Count | Frequency (%) |
| 99.96 | 6 | |
| 99.92 | 3 | |
| 99.89 | 3 | |
| 99.83 | 3 | |
| 99.82 | 6 | |
| 99.79 | 3 | |
| 99.78 | 3 | |
| 99.73 | 3 | |
| 99.71 | 3 | |
| 99.7 | 3 |
quantity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.51 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.9224556 |
|---|---|
| Coefficient of variation (CV) | 0.53039122 |
| Kurtosis | -1.2154975 |
| Mean | 5.51 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.012928093 |
| Sum | 16530 |
| Variance | 8.5407469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 357 | |
| 1 | 336 | |
| 4 | 327 | |
| 7 | 306 | |
| 5 | 306 | |
| 6 | 294 | |
| 9 | 276 | |
| 2 | 273 | |
| 3 | 270 | |
| 8 | 255 |
| Value | Count | Frequency (%) |
| 1 | 336 | |
| 2 | 273 | |
| 3 | 270 | |
| 4 | 327 | |
| 5 | 306 | |
| 6 | 294 | |
| 7 | 306 | |
| 8 | 255 | |
| 9 | 276 | |
| 10 | 357 |
| Value | Count | Frequency (%) |
| 10 | 357 | |
| 9 | 276 | |
| 8 | 255 | |
| 7 | 306 | |
| 6 | 294 | |
| 5 | 306 | |
| 4 | 327 | |
| 3 | 270 | |
| 2 | 273 | |
| 1 | 336 |
tax_5%
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 990 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.379369 |
| Minimum | 0.5085 |
|---|---|
| Maximum | 49.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0.5085 |
|---|---|
| 5-th percentile | 1.955725 |
| Q1 | 5.924875 |
| median | 12.088 |
| Q3 | 22.44525 |
| 95-th percentile | 39.1665 |
| Maximum | 49.65 |
| Range | 49.1415 |
| Interquartile range (IQR) | 16.520375 |
Descriptive statistics
| Standard deviation | 11.704921 |
|---|---|
| Coefficient of variation (CV) | 0.76107938 |
| Kurtosis | -0.085613201 |
| Mean | 15.379369 |
| Median Absolute Deviation (MAD) | 7.50875 |
| Skewness | 0.89167629 |
| Sum | 46138.107 |
| Variance | 137.00517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.57 | 6 | 0.2% |
| 39.48 | 6 | 0.2% |
| 8.377 | 6 | 0.2% |
| 13.188 | 6 | 0.2% |
| 10.326 | 6 | 0.2% |
| 10.3635 | 6 | 0.2% |
| 22.428 | 6 | 0.2% |
| 4.464 | 6 | 0.2% |
| 4.154 | 6 | 0.2% |
| 9.0045 | 6 | 0.2% |
| Other values (980) | 2940 |
| Value | Count | Frequency (%) |
| 0.5085 | 3 | |
| 0.6045 | 3 | |
| 0.627 | 3 | |
| 0.639 | 3 | |
| 0.699 | 3 | |
| 0.767 | 3 | |
| 0.7715 | 3 | |
| 0.775 | 3 | |
| 0.814 | 3 | |
| 0.8875 | 3 |
| Value | Count | Frequency (%) |
| 49.65 | 3 | |
| 49.49 | 3 | |
| 49.26 | 3 | |
| 48.75 | 3 | |
| 48.69 | 3 | |
| 48.685 | 3 | |
| 48.605 | 3 | |
| 47.79 | 3 | |
| 47.72 | 3 | |
| 45.325 | 3 |
total
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 990 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 322.96675 |
| Minimum | 10.6785 |
|---|---|
| Maximum | 1042.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10.6785 |
|---|---|
| 5-th percentile | 41.070225 |
| Q1 | 124.42238 |
| median | 253.848 |
| Q3 | 471.35025 |
| 95-th percentile | 822.4965 |
| Maximum | 1042.65 |
| Range | 1031.9715 |
| Interquartile range (IQR) | 346.92787 |
Descriptive statistics
| Standard deviation | 245.80333 |
|---|---|
| Coefficient of variation (CV) | 0.76107938 |
| Kurtosis | -0.085613201 |
| Mean | 322.96675 |
| Median Absolute Deviation (MAD) | 157.68375 |
| Skewness | 0.89167629 |
| Sum | 968900.25 |
| Variance | 60419.278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 263.97 | 6 | 0.2% |
| 829.08 | 6 | 0.2% |
| 175.917 | 6 | 0.2% |
| 276.948 | 6 | 0.2% |
| 216.846 | 6 | 0.2% |
| 217.6335 | 6 | 0.2% |
| 470.988 | 6 | 0.2% |
| 93.744 | 6 | 0.2% |
| 87.234 | 6 | 0.2% |
| 189.0945 | 6 | 0.2% |
| Other values (980) | 2940 |
| Value | Count | Frequency (%) |
| 10.6785 | 3 | |
| 12.6945 | 3 | |
| 13.167 | 3 | |
| 13.419 | 3 | |
| 14.679 | 3 | |
| 16.107 | 3 | |
| 16.2015 | 3 | |
| 16.275 | 3 | |
| 17.094 | 3 | |
| 18.6375 | 3 |
| Value | Count | Frequency (%) |
| 1042.65 | 3 | |
| 1039.29 | 3 | |
| 1034.46 | 3 | |
| 1023.75 | 3 | |
| 1022.49 | 3 | |
| 1022.385 | 3 | |
| 1020.705 | 3 | |
| 1003.59 | 3 | |
| 1002.12 | 3 | |
| 951.825 | 3 |
time
Date
| Distinct | 506 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Minimum | 2024-03-21 10:00:00 |
|---|---|
| Maximum | 2024-03-21 20:59:00 |
payment
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Ewallet | |
|---|---|
| Cash | |
| Credit card |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.212 |
| Min length | 4 |
Characters and Unicode
| Total characters | 21636 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ewallet |
|---|---|
| 2nd row | Credit card |
| 3rd row | Credit card |
| 4th row | Cash |
| 5th row | Ewallet |
Common Values
| Value | Count | Frequency (%) |
| Ewallet | 1035 | |
| Cash | 1032 | |
| Credit card | 933 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ewallet | 1035 | |
| cash | 1032 | |
| credit | 933 | |
| card | 933 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3000 | |
| l | 2070 | |
| e | 1968 | |
| t | 1968 | |
| C | 1965 | |
| r | 1866 | |
| d | 1866 | |
| E | 1035 | 4.8% |
| w | 1035 | 4.8% |
| s | 1032 | 4.8% |
| Other values (4) | 3831 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21636 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3000 | |
| l | 2070 | |
| e | 1968 | |
| t | 1968 | |
| C | 1965 | |
| r | 1866 | |
| d | 1866 | |
| E | 1035 | 4.8% |
| w | 1035 | 4.8% |
| s | 1032 | 4.8% |
| Other values (4) | 3831 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21636 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3000 | |
| l | 2070 | |
| e | 1968 | |
| t | 1968 | |
| C | 1965 | |
| r | 1866 | |
| d | 1866 | |
| E | 1035 | 4.8% |
| w | 1035 | 4.8% |
| s | 1032 | 4.8% |
| Other values (4) | 3831 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21636 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3000 | |
| l | 2070 | |
| e | 1968 | |
| t | 1968 | |
| C | 1965 | |
| r | 1866 | |
| d | 1866 | |
| E | 1035 | 4.8% |
| w | 1035 | 4.8% |
| s | 1032 | 4.8% |
| Other values (4) | 3831 |
cogs
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 990 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 307.58738 |
| Minimum | 10.17 |
|---|---|
| Maximum | 993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10.17 |
|---|---|
| 5-th percentile | 39.1145 |
| Q1 | 118.4975 |
| median | 241.76 |
| Q3 | 448.905 |
| 95-th percentile | 783.33 |
| Maximum | 993 |
| Range | 982.83 |
| Interquartile range (IQR) | 330.4075 |
Descriptive statistics
| Standard deviation | 234.09841 |
|---|---|
| Coefficient of variation (CV) | 0.76107938 |
| Kurtosis | -0.085613201 |
| Mean | 307.58738 |
| Median Absolute Deviation (MAD) | 150.175 |
| Skewness | 0.89167629 |
| Sum | 922762.14 |
| Variance | 54802.066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 251.4 | 6 | 0.2% |
| 789.6 | 6 | 0.2% |
| 167.54 | 6 | 0.2% |
| 263.76 | 6 | 0.2% |
| 206.52 | 6 | 0.2% |
| 207.27 | 6 | 0.2% |
| 448.56 | 6 | 0.2% |
| 89.28 | 6 | 0.2% |
| 83.08 | 6 | 0.2% |
| 180.09 | 6 | 0.2% |
| Other values (980) | 2940 |
| Value | Count | Frequency (%) |
| 10.17 | 3 | |
| 12.09 | 3 | |
| 12.54 | 3 | |
| 12.78 | 3 | |
| 13.98 | 3 | |
| 15.34 | 3 | |
| 15.43 | 3 | |
| 15.5 | 3 | |
| 16.28 | 3 | |
| 17.75 | 3 |
| Value | Count | Frequency (%) |
| 993 | 3 | |
| 989.8 | 3 | |
| 985.2 | 3 | |
| 975 | 3 | |
| 973.8 | 3 | |
| 973.7 | 3 | |
| 972.1 | 3 | |
| 955.8 | 3 | |
| 954.4 | 3 | |
| 906.5 | 3 |
gross_margin_percentage
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 4.761904762 |
|---|
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 33000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.761904762 |
|---|---|
| 2nd row | 4.761904762 |
| 3rd row | 4.761904762 |
| 4th row | 4.761904762 |
| 5th row | 4.761904762 |
Common Values
| Value | Count | Frequency (%) |
| 4.761904762 | 3000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.761904762 | 3000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 6000 | |
| 7 | 6000 | |
| 6 | 6000 | |
| . | 3000 | |
| 1 | 3000 | |
| 9 | 3000 | |
| 0 | 3000 | |
| 2 | 3000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6000 | |
| 7 | 6000 | |
| 6 | 6000 | |
| . | 3000 | |
| 1 | 3000 | |
| 9 | 3000 | |
| 0 | 3000 | |
| 2 | 3000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6000 | |
| 7 | 6000 | |
| 6 | 6000 | |
| . | 3000 | |
| 1 | 3000 | |
| 9 | 3000 | |
| 0 | 3000 | |
| 2 | 3000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6000 | |
| 7 | 6000 | |
| 6 | 6000 | |
| . | 3000 | |
| 1 | 3000 | |
| 9 | 3000 | |
| 0 | 3000 | |
| 2 | 3000 |
gross_income
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 990 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.379369 |
| Minimum | 0.5085 |
|---|---|
| Maximum | 49.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0.5085 |
|---|---|
| 5-th percentile | 1.955725 |
| Q1 | 5.924875 |
| median | 12.088 |
| Q3 | 22.44525 |
| 95-th percentile | 39.1665 |
| Maximum | 49.65 |
| Range | 49.1415 |
| Interquartile range (IQR) | 16.520375 |
Descriptive statistics
| Standard deviation | 11.704921 |
|---|---|
| Coefficient of variation (CV) | 0.76107938 |
| Kurtosis | -0.085613201 |
| Mean | 15.379369 |
| Median Absolute Deviation (MAD) | 7.50875 |
| Skewness | 0.89167629 |
| Sum | 46138.107 |
| Variance | 137.00517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.57 | 6 | 0.2% |
| 39.48 | 6 | 0.2% |
| 8.377 | 6 | 0.2% |
| 13.188 | 6 | 0.2% |
| 10.326 | 6 | 0.2% |
| 10.3635 | 6 | 0.2% |
| 22.428 | 6 | 0.2% |
| 4.464 | 6 | 0.2% |
| 4.154 | 6 | 0.2% |
| 9.0045 | 6 | 0.2% |
| Other values (980) | 2940 |
| Value | Count | Frequency (%) |
| 0.5085 | 3 | |
| 0.6045 | 3 | |
| 0.627 | 3 | |
| 0.639 | 3 | |
| 0.699 | 3 | |
| 0.767 | 3 | |
| 0.7715 | 3 | |
| 0.775 | 3 | |
| 0.814 | 3 | |
| 0.8875 | 3 |
| Value | Count | Frequency (%) |
| 49.65 | 3 | |
| 49.49 | 3 | |
| 49.26 | 3 | |
| 48.75 | 3 | |
| 48.69 | 3 | |
| 48.685 | 3 | |
| 48.605 | 3 | |
| 47.79 | 3 | |
| 47.72 | 3 | |
| 45.325 | 3 |
rating
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9727 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.295 |
| Q1 | 5.5 |
| median | 7 |
| Q3 | 8.5 |
| 95-th percentile | 9.7 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7180071 |
|---|---|
| Coefficient of variation (CV) | 0.24639052 |
| Kurtosis | -1.1517503 |
| Mean | 6.9727 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.0090006296 |
| Sum | 20918.1 |
| Variance | 2.9515486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 78 | 2.6% |
| 6.6 | 72 | 2.4% |
| 4.2 | 66 | 2.2% |
| 9.5 | 66 | 2.2% |
| 6.5 | 63 | 2.1% |
| 8 | 63 | 2.1% |
| 5 | 63 | 2.1% |
| 6.2 | 63 | 2.1% |
| 5.1 | 63 | 2.1% |
| 8.7 | 60 | 2.0% |
| Other values (51) | 2343 |
| Value | Count | Frequency (%) |
| 4 | 33 | |
| 4.1 | 51 | |
| 4.2 | 66 | |
| 4.3 | 54 | |
| 4.4 | 51 | |
| 4.5 | 51 | |
| 4.6 | 24 | 0.8% |
| 4.7 | 36 | |
| 4.8 | 39 | |
| 4.9 | 54 |
| Value | Count | Frequency (%) |
| 10 | 15 | 0.5% |
| 9.9 | 48 | |
| 9.8 | 57 | |
| 9.7 | 42 | |
| 9.6 | 51 | |
| 9.5 | 66 | |
| 9.4 | 36 | |
| 9.3 | 48 | |
| 9.2 | 48 | |
| 9.1 | 42 |
day_of_txn
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.256 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.6906639 |
|---|---|
| Coefficient of variation (CV) | 0.56965548 |
| Kurtosis | -1.2264564 |
| Mean | 15.256 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.049699381 |
| Sum | 45768 |
| Variance | 75.52764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 132 | 4.4% |
| 25 | 126 | 4.2% |
| 19 | 123 | 4.1% |
| 5 | 123 | 4.1% |
| 8 | 123 | 4.1% |
| 2 | 120 | 4.0% |
| 14 | 117 | 3.9% |
| 26 | 117 | 3.9% |
| 7 | 114 | 3.8% |
| 27 | 114 | 3.8% |
| Other values (21) | 1791 |
| Value | Count | Frequency (%) |
| 1 | 84 | |
| 2 | 120 | |
| 3 | 108 | |
| 4 | 87 | |
| 5 | 123 | |
| 6 | 99 | |
| 7 | 114 | |
| 8 | 123 | |
| 9 | 111 | |
| 10 | 96 |
| Value | Count | Frequency (%) |
| 31 | 42 | 1.4% |
| 30 | 60 | |
| 29 | 60 | |
| 28 | 90 | |
| 27 | 114 | |
| 26 | 117 | |
| 25 | 126 | |
| 24 | 99 | |
| 23 | 108 | |
| 22 | 84 |
month_of_txn
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1056 | |
| 3 | 1035 | |
| 2 | 909 |
year_of_txn
Categorical
UNIFORM 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| 2021 | |
|---|---|
| 2019 | |
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 12000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2021 |
| 4th row | 2019 |
| 5th row | 2021 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 1000 | |
| 2019 | 1000 | |
| 2020 | 1000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 1000 | |
| 2019 | 1000 | |
| 2020 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 5000 | |
| 0 | 4000 | |
| 1 | 2000 | 16.7% |
| 9 | 1000 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5000 | |
| 0 | 4000 | |
| 1 | 2000 | 16.7% |
| 9 | 1000 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5000 | |
| 0 | 4000 | |
| 1 | 2000 | 16.7% |
| 9 | 1000 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5000 | |
| 0 | 4000 | |
| 1 | 2000 | 16.7% |
| 9 | 1000 | 8.3% |
branch_name
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Canada | |
|---|---|
| Chile | |
| US |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.356 |
| Min length | 2 |
Characters and Unicode
| Total characters | 13068 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | Chile |
| 4th row | Canada |
| 5th row | Canada |
Common Values
| Value | Count | Frequency (%) |
| Canada | 1020 | |
| Chile | 996 | |
| US | 984 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| canada | 1020 | |
| chile | 996 | |
| us | 984 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3060 | |
| C | 2016 | |
| n | 1020 | 7.8% |
| d | 1020 | 7.8% |
| h | 996 | 7.6% |
| i | 996 | 7.6% |
| l | 996 | 7.6% |
| e | 996 | 7.6% |
| U | 984 | 7.5% |
| S | 984 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13068 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3060 | |
| C | 2016 | |
| n | 1020 | 7.8% |
| d | 1020 | 7.8% |
| h | 996 | 7.6% |
| i | 996 | 7.6% |
| l | 996 | 7.6% |
| e | 996 | 7.6% |
| U | 984 | 7.5% |
| S | 984 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13068 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3060 | |
| C | 2016 | |
| n | 1020 | 7.8% |
| d | 1020 | 7.8% |
| h | 996 | 7.6% |
| i | 996 | 7.6% |
| l | 996 | 7.6% |
| e | 996 | 7.6% |
| U | 984 | 7.5% |
| S | 984 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13068 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3060 | |
| C | 2016 | |
| n | 1020 | 7.8% |
| d | 1020 | 7.8% |
| h | 996 | 7.6% |
| i | 996 | 7.6% |
| l | 996 | 7.6% |
| e | 996 | 7.6% |
| U | 984 | 7.5% |
| S | 984 | 7.5% |
city_manager_first_name
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Jorge | |
|---|---|
| Celeste | |
| Malcolm | |
| Lois | 5 |
| Frankie | 4 |
| Other values (4) | 14 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.6486667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 19946 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Malcolm |
|---|---|
| 2nd row | Malcolm |
| 3rd row | Celeste |
| 4th row | Jorge |
| 5th row | Jorge |
Common Values
| Value | Count | Frequency (%) |
| Jorge | 1011 | |
| Celeste | 988 | |
| Malcolm | 978 | |
| Lois | 5 | 0.2% |
| Frankie | 4 | 0.1% |
| Kelvin | 4 | 0.1% |
| Joseph | 4 | 0.1% |
| Mark | 3 | 0.1% |
| David | 3 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jorge | 1011 | |
| celeste | 988 | |
| malcolm | 978 | |
| lois | 5 | 0.2% |
| frankie | 4 | 0.1% |
| kelvin | 4 | 0.1% |
| joseph | 4 | 0.1% |
| mark | 3 | 0.1% |
| david | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3987 | |
| l | 2948 | |
| o | 1998 | |
| r | 1018 | 5.1% |
| J | 1015 | 5.1% |
| g | 1011 | 5.1% |
| 1006 | 5.0% | |
| s | 997 | 5.0% |
| C | 988 | 5.0% |
| t | 988 | 5.0% |
| Other values (15) | 3990 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19946 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3987 | |
| l | 2948 | |
| o | 1998 | |
| r | 1018 | 5.1% |
| J | 1015 | 5.1% |
| g | 1011 | 5.1% |
| 1006 | 5.0% | |
| s | 997 | 5.0% |
| C | 988 | 5.0% |
| t | 988 | 5.0% |
| Other values (15) | 3990 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19946 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3987 | |
| l | 2948 | |
| o | 1998 | |
| r | 1018 | 5.1% |
| J | 1015 | 5.1% |
| g | 1011 | 5.1% |
| 1006 | 5.0% | |
| s | 997 | 5.0% |
| C | 988 | 5.0% |
| t | 988 | 5.0% |
| Other values (15) | 3990 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19946 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3987 | |
| l | 2948 | |
| o | 1998 | |
| r | 1018 | 5.1% |
| J | 1015 | 5.1% |
| g | 1011 | 5.1% |
| 1006 | 5.0% | |
| s | 997 | 5.0% |
| C | 988 | 5.0% |
| t | 988 | 5.0% |
| Other values (15) | 3990 |
city_manager_last_name
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Floyd | |
|---|---|
| Webster | |
| Newman | |
| Jones | 5 |
| Murphie | 4 |
| Other values (4) | 14 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9896667 |
| Min length | 5 |
Characters and Unicode
| Total characters | 17969 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Newman |
|---|---|
| 2nd row | Newman |
| 3rd row | Webster |
| 4th row | Floyd |
| 5th row | Floyd |
Common Values
| Value | Count | Frequency (%) |
| Floyd | 1011 | |
| Webster | 988 | |
| Newman | 978 | |
| Jones | 5 | 0.2% |
| Murphie | 4 | 0.1% |
| Finch | 4 | 0.1% |
| Almeco | 4 | 0.1% |
| Brown | 3 | 0.1% |
| Mallie | 3 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| floyd | 1011 | |
| webster | 988 | |
| newman | 978 | |
| jones | 5 | 0.2% |
| murphie | 4 | 0.1% |
| finch | 4 | 0.1% |
| almeco | 4 | 0.1% |
| brown | 3 | 0.1% |
| mallie | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2970 | |
| o | 1023 | 5.7% |
| l | 1021 | 5.7% |
| F | 1015 | 5.6% |
| y | 1011 | 5.6% |
| d | 1011 | 5.6% |
| r | 995 | 5.5% |
| s | 993 | 5.5% |
| n | 990 | 5.5% |
| W | 988 | 5.5% |
| Other values (15) | 5952 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17969 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| o | 1023 | 5.7% |
| l | 1021 | 5.7% |
| F | 1015 | 5.6% |
| y | 1011 | 5.6% |
| d | 1011 | 5.6% |
| r | 995 | 5.5% |
| s | 993 | 5.5% |
| n | 990 | 5.5% |
| W | 988 | 5.5% |
| Other values (15) | 5952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17969 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| o | 1023 | 5.7% |
| l | 1021 | 5.7% |
| F | 1015 | 5.6% |
| y | 1011 | 5.6% |
| d | 1011 | 5.6% |
| r | 995 | 5.5% |
| s | 993 | 5.5% |
| n | 990 | 5.5% |
| W | 988 | 5.5% |
| Other values (15) | 5952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17969 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| o | 1023 | 5.7% |
| l | 1021 | 5.7% |
| F | 1015 | 5.6% |
| y | 1011 | 5.6% |
| d | 1011 | 5.6% |
| r | 995 | 5.5% |
| s | 993 | 5.5% |
| n | 990 | 5.5% |
| W | 988 | 5.5% |
| Other values (15) | 5952 |
product_code
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| FA | |
|---|---|
| FB | |
| EA | |
| ST | |
| HL |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EA |
|---|---|
| 2nd row | EA |
| 3rd row | EA |
| 4th row | EA |
| 5th row | EA |
Common Values
| Value | Count | Frequency (%) |
| FA | 534 | |
| FB | 522 | |
| EA | 510 | |
| ST | 498 | |
| HL | 480 | |
| HB | 456 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fa | 534 | |
| fb | 522 | |
| ea | 510 | |
| st | 498 | |
| hl | 480 | |
| hb | 456 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 1056 | |
| A | 1044 | |
| B | 978 | |
| H | 936 | |
| E | 510 | |
| S | 498 | |
| T | 498 | |
| L | 480 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 1056 | |
| A | 1044 | |
| B | 978 | |
| H | 936 | |
| E | 510 | |
| S | 498 | |
| T | 498 | |
| L | 480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 1056 | |
| A | 1044 | |
| B | 978 | |
| H | 936 | |
| E | 510 | |
| S | 498 | |
| T | 498 | |
| L | 480 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 1056 | |
| A | 1044 | |
| B | 978 | |
| H | 936 | |
| E | 510 | |
| S | 498 | |
| T | 498 | |
| L | 480 |
manager_name
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
| Jorge Floyd | |
|---|---|
| Celeste Webster | |
| Malcolm Newman | |
| Lois Jones | 5 |
| Frankie Murphie | 4 |
| Other values (4) | 14 |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 13.638333 |
| Min length | 10 |
Characters and Unicode
| Total characters | 40915 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Malcolm Newman |
|---|---|
| 2nd row | Malcolm Newman |
| 3rd row | Celeste Webster |
| 4th row | Jorge Floyd |
| 5th row | Jorge Floyd |
Common Values
| Value | Count | Frequency (%) |
| Jorge Floyd | 1011 | |
| Celeste Webster | 988 | |
| Malcolm Newman | 978 | |
| Lois Jones | 5 | 0.2% |
| Frankie Murphie | 4 | 0.1% |
| Kelvin Finch | 4 | 0.1% |
| Joseph Almeco | 4 | 0.1% |
| Mark Brown | 3 | 0.1% |
| David Mallie | 3 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jorge | 1011 | |
| floyd | 1011 | |
| celeste | 988 | |
| webster | 988 | |
| malcolm | 978 | |
| newman | 978 | |
| lois | 5 | 0.1% |
| jones | 5 | 0.1% |
| finch | 4 | 0.1% |
| almeco | 4 | 0.1% |
| Other values (8) | 28 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6957 | |
| 4006 | 9.8% | |
| l | 3969 | 9.7% |
| o | 3021 | 7.4% |
| r | 2013 | 4.9% |
| s | 1990 | 4.9% |
| t | 1976 | 4.8% |
| a | 1969 | 4.8% |
| m | 1960 | 4.8% |
| J | 1020 | 2.5% |
| Other values (23) | 12034 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40915 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6957 | |
| 4006 | 9.8% | |
| l | 3969 | 9.7% |
| o | 3021 | 7.4% |
| r | 2013 | 4.9% |
| s | 1990 | 4.9% |
| t | 1976 | 4.8% |
| a | 1969 | 4.8% |
| m | 1960 | 4.8% |
| J | 1020 | 2.5% |
| Other values (23) | 12034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40915 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6957 | |
| 4006 | 9.8% | |
| l | 3969 | 9.7% |
| o | 3021 | 7.4% |
| r | 2013 | 4.9% |
| s | 1990 | 4.9% |
| t | 1976 | 4.8% |
| a | 1969 | 4.8% |
| m | 1960 | 4.8% |
| J | 1020 | 2.5% |
| Other values (23) | 12034 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40915 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6957 | |
| 4006 | 9.8% | |
| l | 3969 | 9.7% |
| o | 3021 | 7.4% |
| r | 2013 | 4.9% |
| s | 1990 | 4.9% |
| t | 1976 | 4.8% |
| a | 1969 | 4.8% |
| m | 1960 | 4.8% |
| J | 1020 | 2.5% |
| Other values (23) | 12034 |
| branch | branch_name | city | city_manager_first_name | city_manager_last_name | cogs | customer_type | day_of_txn | gender | gross_income | manager_name | month_of_txn | payment | product_code | product_line | quantity | rating | tax_5% | total | unit_price | year_of_txn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| branch | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.020 | 0.000 | -0.013 | 0.054 | 0.020 | 0.996 | 0.033 | 0.031 | 0.064 | 0.064 | 0.016 | 0.009 | 0.020 | 0.020 | 0.029 | 0.000 |
| branch_name | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.020 | 0.000 | -0.013 | 0.054 | 0.020 | 0.996 | 0.033 | 0.031 | 0.064 | 0.064 | 0.016 | 0.009 | 0.020 | 0.020 | 0.029 | 0.000 |
| city | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | -0.010 | 0.021 | 0.006 | 0.045 | -0.010 | 1.000 | 0.043 | 0.044 | 0.036 | 0.036 | -0.005 | 0.045 | -0.010 | -0.010 | -0.017 | 0.066 |
| city_manager_first_name | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 0.017 | 0.021 | -0.008 | 0.045 | 0.017 | 1.000 | 0.043 | 0.044 | 0.036 | 0.036 | 0.018 | 0.060 | 0.017 | 0.017 | 0.014 | 0.066 |
| city_manager_last_name | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 0.001 | 0.021 | -0.004 | 0.045 | 0.001 | 1.000 | 0.043 | 0.044 | 0.036 | 0.036 | -0.006 | -0.049 | 0.001 | 0.001 | 0.015 | 0.066 |
| cogs | 0.020 | 0.020 | -0.010 | 0.017 | 0.001 | 1.000 | 0.047 | 0.002 | 0.074 | 1.000 | 0.042 | 0.055 | 0.068 | 0.056 | 0.056 | 0.735 | -0.017 | 1.000 | 1.000 | 0.630 | 0.000 |
| customer_type | 0.000 | 0.000 | 0.021 | 0.021 | 0.021 | 0.047 | 1.000 | 0.034 | 0.035 | -0.017 | 0.021 | 0.042 | 0.067 | 0.041 | 0.041 | -0.016 | 0.019 | -0.017 | -0.017 | -0.019 | 0.000 |
| day_of_txn | -0.013 | -0.013 | 0.006 | -0.008 | -0.004 | 0.002 | 0.034 | 1.000 | 0.057 | 0.002 | 0.035 | 0.148 | 0.090 | 0.083 | 0.083 | -0.043 | -0.009 | 0.002 | 0.002 | 0.057 | 0.000 |
| gender | 0.054 | 0.054 | 0.045 | 0.045 | 0.045 | 0.074 | 0.035 | 0.057 | 1.000 | -0.052 | 0.045 | 0.054 | 0.048 | 0.064 | 0.064 | -0.074 | 0.004 | -0.052 | -0.052 | 0.016 | 0.000 |
| gross_income | 0.020 | 0.020 | -0.010 | 0.017 | 0.001 | 1.000 | -0.017 | 0.002 | -0.052 | 1.000 | 0.042 | 0.055 | 0.068 | 0.056 | 0.056 | 0.735 | -0.017 | 1.000 | 1.000 | 0.630 | 0.000 |
| manager_name | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 0.042 | 0.021 | 0.035 | 0.045 | 0.042 | 1.000 | 0.043 | 0.044 | 0.036 | 0.036 | 0.018 | 0.060 | 0.017 | 0.017 | 0.014 | 0.066 |
| month_of_txn | 0.033 | 0.033 | 0.043 | 0.043 | 0.043 | 0.055 | 0.042 | 0.148 | 0.054 | 0.055 | 0.043 | 1.000 | 0.022 | 0.069 | 0.069 | -0.015 | -0.042 | -0.023 | -0.023 | -0.026 | 0.000 |
| payment | 0.031 | 0.031 | 0.044 | 0.044 | 0.044 | 0.068 | 0.067 | 0.090 | 0.048 | 0.068 | 0.044 | 0.022 | 1.000 | 0.052 | 0.052 | -0.004 | -0.005 | -0.011 | -0.011 | -0.015 | 0.000 |
| product_code | 0.064 | 0.064 | 0.036 | 0.036 | 0.036 | 0.056 | 0.041 | 0.083 | 0.064 | 0.056 | 0.036 | 0.069 | 0.052 | 1.000 | 1.000 | 0.020 | -0.019 | 0.036 | 0.036 | 0.019 | 0.000 |
| product_line | 0.064 | 0.064 | 0.036 | 0.036 | 0.036 | 0.056 | 0.041 | 0.083 | 0.064 | 0.056 | 0.036 | 0.069 | 0.052 | 1.000 | 1.000 | 0.020 | -0.019 | 0.036 | 0.036 | 0.019 | 0.000 |
| quantity | 0.016 | 0.016 | -0.005 | 0.018 | -0.006 | 0.735 | -0.016 | -0.043 | -0.074 | 0.735 | 0.018 | -0.015 | -0.004 | 0.020 | 0.020 | 1.000 | -0.015 | 0.735 | 0.735 | 0.011 | 0.000 |
| rating | 0.009 | 0.009 | 0.045 | 0.060 | -0.049 | -0.017 | 0.019 | -0.009 | 0.004 | -0.017 | 0.060 | -0.042 | -0.005 | -0.019 | -0.019 | -0.015 | 1.000 | -0.017 | -0.017 | -0.008 | 0.000 |
| tax_5% | 0.020 | 0.020 | -0.010 | 0.017 | 0.001 | 1.000 | -0.017 | 0.002 | -0.052 | 1.000 | 0.017 | -0.023 | -0.011 | 0.036 | 0.036 | 0.735 | -0.017 | 1.000 | 1.000 | 0.630 | 0.000 |
| total | 0.020 | 0.020 | -0.010 | 0.017 | 0.001 | 1.000 | -0.017 | 0.002 | -0.052 | 1.000 | 0.017 | -0.023 | -0.011 | 0.036 | 0.036 | 0.735 | -0.017 | 1.000 | 1.000 | 0.630 | 0.000 |
| unit_price | 0.029 | 0.029 | -0.017 | 0.014 | 0.015 | 0.630 | -0.019 | 0.057 | 0.016 | 0.630 | 0.014 | -0.026 | -0.015 | 0.019 | 0.019 | 0.011 | -0.008 | 0.630 | 0.630 | 1.000 | 0.000 |
| year_of_txn | 0.000 | 0.000 | 0.066 | 0.066 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| invoice_id | branch | city | customer_type | gender | product_line | unit_price | quantity | tax_5% | total | time | payment | cogs | gross_margin_percentage | gross_income | rating | day_of_txn | month_of_txn | year_of_txn | branch_name | city_manager_first_name | city_manager_last_name | product_code | manager_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 155-45-3814 | C | Naypyitaw | Member | Female | Electronic accessories | 88.55 | 8 | 35.4200 | 743.8200 | 15:29:00 | Ewallet | 708.40 | 4.761905 | 35.4200 | 4.7 | 19 | 3 | 2021 | US | Malcolm | Newman | EA | Malcolm Newman |
| 1 | 810-60-6344 | C | Naypyitaw | Normal | Female | Electronic accessories | 40.86 | 8 | 16.3440 | 343.2240 | 14:38:00 | Credit card | 326.88 | 4.761905 | 16.3440 | 6.5 | 7 | 2 | 2019 | US | Malcolm | Newman | EA | Malcolm Newman |
| 2 | 431-66-2305 | B | Mandalay | Normal | Female | Electronic accessories | 88.25 | 9 | 39.7125 | 833.9625 | 20:51:00 | Credit card | 794.25 | 4.761905 | 39.7125 | 7.6 | 15 | 2 | 2021 | Chile | Celeste | Webster | EA | Celeste Webster |
| 3 | 189-52-0236 | A | Yangon | Normal | Male | Electronic accessories | 99.55 | 7 | 34.8425 | 731.6925 | 12:07:00 | Cash | 696.85 | 4.761905 | 34.8425 | 7.6 | 14 | 3 | 2019 | Canada | Jorge | Floyd | EA | Jorge Floyd |
| 4 | 575-67-1508 | A | Yangon | Normal | Male | Electronic accessories | 38.60 | 1 | 1.9300 | 40.5300 | 11:26:00 | Ewallet | 38.60 | 4.761905 | 1.9300 | 6.7 | 29 | 1 | 2021 | Canada | Jorge | Floyd | EA | Jorge Floyd |
| 5 | 250-81-7186 | C | Naypyitaw | Normal | Female | Electronic accessories | 99.69 | 1 | 4.9845 | 104.6745 | 10:23:00 | Credit card | 99.69 | 4.761905 | 4.9845 | 8.0 | 27 | 2 | 2019 | US | Malcolm | Newman | EA | Malcolm Newman |
| 6 | 416-17-9926 | A | Yangon | Member | Female | Electronic accessories | 74.22 | 10 | 37.1100 | 779.3100 | 14:42:00 | Credit card | 742.20 | 4.761905 | 37.1100 | 4.3 | 1 | 1 | 2021 | Canada | Jorge | Floyd | EA | Jorge Floyd |
| 7 | 740-11-5257 | C | Naypyitaw | Normal | Male | Electronic accessories | 24.74 | 10 | 12.3700 | 259.7700 | 16:44:00 | Cash | 247.40 | 4.761905 | 12.3700 | 7.1 | 24 | 2 | 2019 | US | Malcolm | Newman | EA | Malcolm Newman |
| 8 | 794-32-2436 | B | Mandalay | Member | Male | Electronic accessories | 55.67 | 2 | 5.5670 | 116.9070 | 15:08:00 | Ewallet | 111.34 | 4.761905 | 5.5670 | 6.0 | 27 | 3 | 2021 | Chile | Celeste | Webster | EA | Celeste Webster |
| 9 | 676-39-6028 | A | Yangon | Member | Female | Electronic accessories | 64.44 | 5 | 16.1100 | 338.3100 | 17:04:00 | Cash | 322.20 | 4.761905 | 16.1100 | 6.6 | 30 | 3 | 2021 | Canada | Jorge | Floyd | EA | Jorge Floyd |
| invoice_id | branch | city | customer_type | gender | product_line | unit_price | quantity | tax_5% | total | time | payment | cogs | gross_margin_percentage | gross_income | rating | day_of_txn | month_of_txn | year_of_txn | branch_name | city_manager_first_name | city_manager_last_name | product_code | manager_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2990 | 343-75-9322 | B | Mandalay | Member | Female | Sports and travel | 11.85 | 8 | 4.7400 | 99.5400 | 16:34:00 | Cash | 94.80 | 4.761905 | 4.7400 | 4.1 | 9 | 1 | 2021 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2991 | 670-71-7306 | B | Mandalay | Normal | Male | Sports and travel | 44.63 | 6 | 13.3890 | 281.1690 | 20:08:00 | Credit card | 267.78 | 4.761905 | 13.3890 | 5.1 | 2 | 1 | 2021 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2992 | 321-49-7382 | B | Mandalay | Member | Male | Sports and travel | 88.31 | 1 | 4.4155 | 92.7255 | 17:38:00 | Credit card | 88.31 | 4.761905 | 4.4155 | 5.2 | 15 | 2 | 2020 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2993 | 361-59-0574 | B | Mandalay | Member | Male | Sports and travel | 90.53 | 8 | 36.2120 | 760.4520 | 14:48:00 | Credit card | 724.24 | 4.761905 | 36.2120 | 6.5 | 15 | 3 | 2021 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2994 | 311-13-6971 | B | Mandalay | Member | Male | Sports and travel | 31.99 | 10 | 15.9950 | 335.8950 | 15:18:00 | Credit card | 319.90 | 4.761905 | 15.9950 | 9.9 | 20 | 2 | 2020 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2995 | 361-59-0574 | B | Mandalay | Member | Male | Sports and travel | 90.53 | 8 | 36.2120 | 760.4520 | 14:48:00 | Credit card | 724.24 | 4.761905 | 36.2120 | 6.5 | 15 | 3 | 2020 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2996 | 311-13-6971 | B | Mandalay | Member | Male | Sports and travel | 31.99 | 10 | 15.9950 | 335.8950 | 15:18:00 | Credit card | 319.90 | 4.761905 | 15.9950 | 9.9 | 20 | 2 | 2021 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2997 | 670-71-7306 | B | Mandalay | Normal | Male | Sports and travel | 44.63 | 6 | 13.3890 | 281.1690 | 20:08:00 | Credit card | 267.78 | 4.761905 | 13.3890 | 5.1 | 2 | 1 | 2020 | Chile | Celeste | Webster | ST | Celeste Webster |
| 2998 | 253-12-6086 | A | Yangon | Member | Female | Sports and travel | 98.40 | 7 | 34.4400 | 723.2400 | 12:43:00 | Credit card | 688.80 | 4.761905 | 34.4400 | 8.7 | 12 | 3 | 2020 | Canada | Jorge | Floyd | ST | Jorge Floyd |
| 2999 | 343-75-9322 | B | Mandalay | Member | Female | Sports and travel | 11.85 | 8 | 4.7400 | 99.5400 | 16:34:00 | Cash | 94.80 | 4.761905 | 4.7400 | 4.1 | 9 | 1 | 2020 | Chile | Celeste | Webster | ST | Celeste Webster |